Secret to Success: Focus
Throughout my career and learning from other entrepreneurs, I’ve realized failure rarely comes from working hard—it happens when we focus on things that don’...
my post
How to Build a Team: A Resource Optimization Perspective
When building a team, two fundamental approaches emerge: Recruiting individuals whose skills precisely match predefined tasks Aligning all team members ...
Distributed Data Parallel: Scaling AI Model Training
Introduction
Beyond mAP: Towards Better Evaluation of Instance Segmentation
In the pursuit of advancing computer vision technologies, evaluating the performance of instance segmentation models has predominantly relied on a metric kno...
Knowledge Distillation: A Comparative Exploration and the Role of Soft Targets
Knowledge Distillation is a process that refines large, complex models into smaller, efficient ones without losing much of the original performance. The conc...